Differential Regulation of Small RNAs in Response to Aerobic Exercise: Insights into Pathway Modulation and Health Implications

Our goal was to identify effects of the amount and intensity of exercise on skeletal muscle (SkM) small RNA (smRNA), both microRNA (miRNA) and piwi-interacting RNA (piRNA), and their targeted pathways. We extracted total RNA from skeletal muscle (SkM) collected prior to (PRE) and following (POST) a 6–8-month aerobic exercise intervention (n=120; 63M, 57F); smRNA abundance was quantified via untargeted smRNA sequencing. Differentially expressed (DE) smRNA associated with exercise amount or intensity were identified using post-exercise smRNA as the outcome in linear regression modeling controlling for baseline smRNA expression, age, sex, race, BMI Baseline , and percent change in bodyweight; significance was set at p<0.05 and Q<0.1. Pathway analysis was performed on all miRNA, rank ordered on b-estimate, using miEAA analysis tools with significance set at p<0.05. We identified 124 DE smRNAs (114 miRNA; 10 piRNA) responsive to exercise amount and 15 DE smRNA (12 miRNA; 3 piRNA) responsive to exercise intensity; DE miRNAs were functionally related to metabolism, cell cycle, proteostasis, and inflammatory signaling. DE piRNAs had predicted interactions with genomic repeat elements (LTRs and SINEs). LASSO regression selected 21 smRNA and age which explain ~85% of the variance in change in fasting insulin (R 2 =0.859, p<0.001). This study highlights the impact of aerobic exercise on smRNA expression patterns and associated pathways related to metabolism, cell cycle, and inflammatory signaling while also providing insight into insulin signaling via identification of novel smRNA targets selected through LASSO regression. This study was supported by the National Institutes of Health grants R01AG054840 and R01HL153497. This abstract was presented at the American Physiology Summit 2025 and is only available in HTML format. There is no downloadable file or PDF version. The Physiology editorial board was not involved in the peer review process.

Authors

Institutions

Publication Details

Journal
Physiology
Published
2025-05-01
DOI
https://doi.org/10.1152/physiol.2025.40.s1.0814
Primary Topic
Adipose Tissue and Metabolism
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Differential Regulation of Small RNAs in Response to Aerobic Exercise: Insights into Pathway Modulation and Health Implications

Akshay Bareja, William E. Kraus, Monica J. Hubal, Virginia B. Kraus et al.
Physiology
Adipose Tissue and Metabolism
article

Differential Regulation of Small RNAs in Response to Aerobic Exercise: Insights into Pathway Modulation and Health Implications

Akshay Bareja, William E. Kraus, Monica J. Hubal, Virginia B. Kraus, Christopher G. Vann
article en

Abstract

Our goal was to identify effects of the amount and intensity of exercise on skeletal muscle (SkM) small RNA (smRNA), both microRNA (miRNA) and piwi-interacting RNA (piRNA), and their targeted pathways. We extracted total RNA from skeletal muscle (SkM) collected prior to (PRE) and following (POST) a 6–8-month aerobic exercise intervention (n=120; 63M, 57F); smRNA abundance was quantified via untargeted smRNA sequencing. Differentially expressed (DE) smRNA associated with exercise amount or intensity were identified using post-exercise smRNA as the outcome in linear regression modeling controlling for baseline smRNA expression, age, sex, race, BMI Baseline , and percent change in bodyweight; significance was set at p<0.05 and Q<0.1. Pathway analysis was performed on all miRNA, rank ordered on b-estimate, using miEAA analysis tools with significance set at p<0.05. We identified 124 DE smRNAs (114 miRNA; 10 piRNA) responsive to exercise amount and 15 DE smRNA (12 miRNA; 3 piRNA) responsive to exercise intensity; DE miRNAs were functionally related to metabolism, cell cycle, proteostasis, and inflammatory signaling. DE piRNAs had predicted interactions with genomic repeat elements (LTRs and SINEs). LASSO regression selected 21 smRNA and age which explain ~85% of the variance in change in fasting insulin (R 2 =0.859, p<0.001). This study highlights the impact of aerobic exercise on smRNA expression patterns and associated pathways related to metabolism, cell cycle, and inflammatory signaling while also providing insight into insulin signaling via identification of novel smRNA targets selected through LASSO regression. This study was supported by the National Institutes of Health grants R01AG054840 and R01HL153497. This abstract was presented at the American Physiology Summit 2025 and is only available in HTML format. There is no downloadable file or PDF version. The Physiology editorial board was not involved in the peer review process.

PhysiologyVol. 40(S1)
Duke University (US), Indiana University Indianapolis (US), Indiana University – Purdue University Indianapolis (US)
Openalex Percentile: Top 79%
Adipose Tissue and Metabolism
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.